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  • Open Access
    Authors: 
    Ricardo Tapiador-Morales; Antonio Rios-Navarro; Angel Jimenez-Fernandez; Juan Pedro Dominguez-Morales; Alejandro Linares-Barranco;
    Publisher: IEEE

    Sensors Network is an integration of multiples sensors in a system to collect information about different environment variables. Monitoring systems allow us to determine the current state, to know its behavior and sometimes to predict what it is going to happen. This wo...

  • Publication . Conference object . Part of book or chapter of book . 2016
    Open Access
    Authors: 
    Antonio Rios-Navarro; Juan Pedro Dominguez-Morales; Ricardo Tapiador-Morales; Manuel Domínguez-Morales; Angel Jimenez-Fernandez; Alejandro Linares-Barranco;
    Publisher: Springer

    The study and monitoring of the behavior of wildlife has always been a subject of great interest. Although many systems can track animal positions using GPS systems, the behavior classification is not a common task. For this work, a multi-sensory wearable device has bee...

  • Open Access
    Authors: 
    Diederik Paul Moeys; Tobias Delbrück; Antonio Rios-Navarro; Alejandro Linares-Barranco;
    Publisher: IEEE Computer Society

    This paper describes the software and FPGA implementation of a Retinal Ganglion Cell model which detects moving objects. It is shown how this processing, in conjunction with a Dynamic Vision Sensor as its input, can be used to extrapolate information about object positi...

  • Publication . Part of book or chapter of book . Conference object . 2016
    Open Access
    Authors: 
    Elena Cerezuela-Escudero; Angel Jimenez-Fernandez; R. Paz-Vicente; Juan Pedro Dominguez-Morales; Manuel Domínguez-Morales; Alejandro Linares-Barranco;
    Publisher: Springer

    In this paper, we explore the capabilities of a sound classification system that combines a Neuromorphic Auditory System for feature extraction and an artificial neural network for classification. Two models of neural network have been used: Multilayer Perceptron Neural...

  • Publication . Conference object . Part of book or chapter of book . 2016
    Open Access
    Authors: 
    Elena Cerezuela-Escudero; Antonio Rios-Navarro; Juan Pedro Dominguez-Morales; Ricardo Tapiador-Morales; Daniel Gutierrez-Galan; C. Martín-Cañal; Alejandro Linares-Barranco;
    Publisher: Springer

    The study and monitoring of wildlife has always been a subject of great interest. Studying the behavior of wildlife animals is a very complex task due to the difficulties to track them and classify their behaviors through the collected sensory information. Novel technol...

  • Publication . Part of book or chapter of book . Conference object . 2016
    Open Access
    Authors: 
    Juan Pedro Dominguez-Morales; Angel Jimenez-Fernandez; Antonio Rios-Navarro; Elena Cerezuela-Escudero; Daniel Gutierrez-Galan; Manuel Domínguez-Morales; Gabriel Jimenez-Moreno;
    Publisher: Springer International Publishing

    Audio classification has always been an interesting subject of research inside the neuromorphic engineering field. Tools like Nengo or Brian, and hardware platforms like the SpiNNaker board are rapidly increasing in popularity in the neuromorphic community due to the ea...

  • Open Access
    Authors: 
    Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; L. Miro-Amarante; F. Gomez-Rodriguez; Manuel Domínguez-Morales; M. Rivas-Perez; Angel Jimenez-Fernandez; Alejandro Linares-Barranco;
    Publisher: IEEE Computer Society

    Several studies have focused on classifying behavioral patterns in wildlife and captive species to monitor their activities and so to understanding the interactions of animals and control their welfare, for biological research or commercial purposes. The use of pattern ...

  • Open Access
    Authors: 
    Antonio Rios-Navarro; Juan Pedro Dominguez-Morales; Ricardo Tapiador-Morales; Daniel Gutierrez-Galan; Angel Jimenez-Fernandez; Alejandro Linares-Barranco;
    Publisher: IEEE Computer Society

    Neuromorphic systems are engineering solutions that take inspiration from biological neural systems. They use spike-or event-based representation and codification of the information. This codification allows performing complex computations, filters, classifications and ...

  • Open Access
    Authors: 
    Juan Pedro Dominguez-Morales; Antonio Rios-Navarro; Manuel Domínguez-Morales; Ricardo Tapiador-Morales; Daniel Gutierrez-Galan; Daniel Cascado-Caballero; Angel Jimenez-Fernandez; Alejandro Linares-Barranco;
    Publisher: IEEE Computer Society
    Country: Spain

    The study and monitoring of wildlife has always been a subject of great interest. Studying the behavior of wild animals is a difficult task due to the difficulties of tracking and classifying their actions. Nowadays, technology allows designing low-cost systems that mak...

  • Open Access
    Authors: 
    Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Elena Cerezuela-Escudero; Antonio Rios-Navarro; Ricardo Tapiador-Morales; M. Rivas-Perez; Manuel Domínguez-Morales; Angel Jimenez-Fernandez; Alejandro Linares-Barranco;
    Publisher: Elsevier

    Recent biological studies have focused on understanding animal interactions and welfare. To help biolo- gists to obtain animals’ behavior information, resources like wireless sensor networks are needed. More- over, large amounts of obtained data have to be processed off...